Psi Classification
Psi Classification analyzes text to identify and categorize nuanced sentiment & opinions, boosting understanding and targeted responses.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add psi-classification npx -- -y @trustedskills/psi-classification
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"psi-classification": {
"command": "npx",
"args": [
"-y",
"@trustedskills/psi-classification"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The psi-classification skill allows an AI agent to categorize text based on predefined psychological states. It can analyze user input and determine, for example, if a message expresses anger, sadness, or joy. This capability enables agents to respond appropriately to different emotional cues in conversations.
When to use it
- Sentiment Analysis: Understand the overall feeling expressed in customer feedback or social media posts.
- Mental Health Support Chatbots: Detect signs of distress in a user's messages and offer appropriate resources.
- Personalized Recommendations: Tailor content suggestions based on a user’s perceived emotional state.
- Conflict Resolution: Identify escalating anger during an online discussion to de-escalate the situation.
Key capabilities
- Text classification into psychological states (e.g., anger, sadness, joy)
- Provides confidence scores for each classification.
- Supports a predefined set of emotional categories.
Example prompts
- "Classify this message: 'I am incredibly frustrated with the service I received.'"
- "What is the likely emotion expressed in this text? 'Feeling down today, just need to relax.'"
- "Analyze the sentiment of this review: 'The product was amazing and made me so happy!'"
Tips & gotchas
The skill relies on a predefined set of psychological states; it may not accurately classify nuanced or complex emotions. Ensure your prompts are clear and concise for optimal results.
Tags
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